Pinned Repositories
Azure-WebApp-w-CNTK
Deployment template for Azure WebApp, CNTK, Python 3 (x64) and sample model
Blog
Code repo for blog
CV_end_to_end
Create a mobile + web app from existing DL alg + using Cognitive Services API
DeepLearningFrameworks
Demo of running NNs across different frameworks
DemoNeuralNet
Toy project to create a simple working neural net in R
hr2d2
MILP-Airport-Assignment
Plane-Gate assignment using MILP
Movement-Visualisations
Visualisations of intersesting flows using R and Python
NLP-Sentiment
Various NLP methods (in python) to perform sentiment analysis
Pytorch-i3d-AML
Distributed training of DeepMind's i3d in Pytorch using AML
ilkarman's Repositories
ilkarman/DeepLearningFrameworks
Demo of running NNs across different frameworks
ilkarman/DemoNeuralNet
Toy project to create a simple working neural net in R
ilkarman/Blog
Code repo for blog
ilkarman/Pytorch-i3d-AML
Distributed training of DeepMind's i3d in Pytorch using AML
ilkarman/hr2d2
ilkarman/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
ilkarman/rotated_maskrcnn
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
ilkarman/action-recognition-pytorch
This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.
ilkarman/CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
ilkarman/cottonwood
A flexible neural network framework for running experiments and trying ideas.
ilkarman/deep_learning_object_detection
A paper list of object detection using deep learning.
ilkarman/DeOldify
A Deep Learning based project for colorizing and restoring old images
ilkarman/detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
ilkarman/dt-apriltags
Python bindings to the Apriltags library
ilkarman/FixMatch-pytorch
Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.
ilkarman/HRNet-FCOS
High-resolution Networks for the Fully Convolutional One-Stage Object Detection (FCOS) algorithm
ilkarman/ig65m-pytorch
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
ilkarman/ilkarman.github.io
My Academic Website
ilkarman/LateTemporalModeling3DCNN
ilkarman/pytorch-balanced-batch
A pytorch dataset sampler for always sampling balanced batches.
ilkarman/pytorch-i3d
ilkarman/pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
ilkarman/recommenders
Best Practices on Recommendation Systems
ilkarman/s2cnn
Spherical CNNs
ilkarman/simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
ilkarman/single-parameter-fit
Real numbers, data science and chaos: How to fit any dataset with a single parameter
ilkarman/synthetic-computer-vision
A list of synthetic dataset and tools for computer vision
ilkarman/tensornets
High level network definitions with pre-trained weights in TensorFlow
ilkarman/weighted-hausdorff-loss
A loss function (Weighted Hausdorff Distance) for object localization in PyTorch
ilkarman/YOLO_v3_tutorial_from_scratch
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"